Benjamin M. Marlin

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	All	Since 2015
Citations	3914	2663
h-index	29	25
i10-index	45	43

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2004200520062007200820092010201120122013201420152016201720182019202018 14 29 54 59 74 99 142 216 210 301 343 416 446 479 513 465

Co-authors

Deepak GanesanProfessor of Computer Science, UMass AmherstVerified email at cs.umass.edu
Richard ZemelProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Abhinav ParateLumme Inc. & University of Massachusetts AmherstVerified email at cs.umass.edu
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
Kevin SwerskyGoogle BrainVerified email at cs.toronto.edu
Roy AdamsJohns Hopkins UniversityVerified email at jhu.edu
Addison MayberryResearch Assistant in Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Thomas K. HoustonUniversity of Massachusetts Medical SchoolVerified email at umassmed.edu
Bo ChenGoogle. Inc / CaltechVerified email at google.com
Santosh KumarLillian & Morrie Moss Chair of Excellence Professor, Computer Science, University of MemphisVerified email at memphis.edu
Sam Roweis (Memorial)New York UniversityVerified email at buffalo.edu
Malcolm SlaneyGoogle AI PerceptionVerified email at ieee.org
Annamalai NatarajanPhilips Research North America, Cambridge, MAVerified email at philips.com
Mohammad Emtiyaz KhanCenter for Advanced Intelligence Project (AIP), RIKEN, TokyoVerified email at postman.riken.jp
Emre ErtinAssociate Professor, The Ohio State UniversityVerified email at osu.edu
Mustafa al'AbsiUniversity of Minnesota Medical School, DuluthVerified email at d.umn.edu
Pan HuStanford UniversityVerified email at stanford.edu
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Sebastian RiedelProfessor @ University College London, Researcher @ Facebook AI ResearchVerified email at cs.ucl.ac.uk

Benjamin M. Marlin

College of Information and Computer Sciences, UMass Amherst

Verified email at umass.edu - Homepage

Machine learning


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Relation extraction with matrix factorization and universal schemas S Riedel, L Yao, A McCallum, BM Marlin Proceedings of the 2013 Conference of the North American Chapter of the …, 2013	580	2013
Modeling user rating profiles for collaborative filtering BM Marlin Advances in neural information processing systems 16, 627-634, 2003	412	2003
Collaborative filtering: A machine learning perspective B Marlin University of Toronto, 2004	237	2004
Collaborative prediction and ranking with non-random missing data BM Marlin, RS Zemel Proceedings of the third ACM conference on Recommender systems, 5-12, 2009	234	2009
Collaborative filtering and the missing at random assumption B Marlin, RS Zemel, S Roweis, M Slaney arXiv preprint arXiv:1206.5267, 2012	232	2012
Inductive principles for restricted Boltzmann machine learning B Marlin, K Swersky, B Chen, N Freitas Proceedings of the Thirteenth International Conference on Artificial …, 2010	164	2010
Practical prediction and prefetch for faster access to applications on mobile phones A Parate, M Böhmer, D Chu, D Ganesan, BM Marlin Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013	159	2013
Unsupervised pattern discovery in electronic health care data using probabilistic clustering models BM Marlin, DC Kale, RG Khemani, RC Wetzel Proceedings of the 2nd ACM SIGHIT international health informatics symposium …, 2012	143	2012
Missing data problems in machine learning B Marlin	136	2008
Active collaborative filtering C Boutilier, RS Zemel, B Marlin arXiv preprint arXiv:1212.2442, 2012	115	2012
The multiple multiplicative factor model for collaborative filtering B Marlin, RS Zemel Proceedings of the twenty-first international conference on Machine learning, 73, 2004	88	2004
On autoencoders and score matching for energy based models K Swersky, MA Ranzato, D Buchman, BM Marlin, N de Freitas ICML, 2011	85	2011
puffMarker: a multi-sensor approach for pinpointing the timing of first lapse in smoking cessation N Saleheen, AA Ali, SM Hossain, H Sarker, S Chatterjee, B Marlin, E Ertin, ... Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015	84	2015
A tutorial on stochastic approximation algorithms for training restricted Boltzmann machines and deep belief nets K Swersky, B Chen, B Marlin, N De Freitas 2010 Information Theory and Applications Workshop (ITA), 1-10, 2010	74	2010
Analysis and synthesis of 3D shape families via deep‐learned generative models of surfaces H Huang, E Kalogerakis, B Marlin Computer Graphics Forum 34 (5), 25-38, 2015	73	2015
iShadow: design of a wearable, real-time mobile gaze tracker A Mayberry, P Hu, B Marlin, C Salthouse, D Ganesan Proceedings of the 12th annual international conference on Mobile systems …, 2014	68	2014
Deep learning of invariant spatio-temporal features from video B Chen University of British Columbia, 2010	65	2010
A scalable end-to-end gaussian process adapter for irregularly sampled time series classification SCX Li, BM Marlin Advances in neural information processing systems, 1804-1812, 2016	64*	2016
Variational bounds for mixed-data factor analysis MEE Khan, G Bouchard, KP Murphy, BM Marlin Advances in Neural Information Processing Systems, 1108-1116, 2010	61	2010
Sparse Gaussian graphical models with unknown block structure BM Marlin, KP Murphy Proceedings of the 26th Annual International Conference on Machine Learning …, 2009	55	2009

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